Results

Blog

LSE USAPP:

The US-China rare earths deal shows the importance of critical materials in a new era of strategic interdependence

The accelerating shift to clean energy and advanced technologies is redrawing the map of global economic power. As nations and firms race to secure critical minerals, rare earths - small in trade value but high in strate...Read more...

CentrePiece article

Skills in the age of AI

A focus on wellbeing at work can help employees thrive....Read more...

External report

Innovation in Green Technologies

Demand for cleaner, more efficient technologies is transforming global markets and with it, the geography of innovation. Over the last 15 years, markets for new energy technologies and climate resilience have outpaced gr...Read more...

CEP report

The innovation race on geological carbon removal: who is best placed to lead?

This report analyses innovation activity represented by patenting data for two carbon dioxide removal (CDR) technologies - bioenergy with carbon capture and storage (BECCS) and direct air carbon capture and storage (DACC...Read more...

Blog

World Bank blogs:

Tax incentives for R&D can spur innovation and growth - when done right

As the debate around industrial policy intensifies, there is broad consensus on the rationale for government support to encourage private sector innovation. Economy-wide returns from research and development (R&D) in the...Read more...

Journal article

Journal of International Economics: Forthcoming

Technical change, jobs, and wages in the global economy

This paper presents a compact and intuitive framework that consolidates, simplifies, and extends results on the links between technology, trade, and labour market outcomes. It makes three main contributions. First, it pr...Read more...

Blog

LSE Politics and Policy:

AI for Good - impact through ethical technology

Artificial Intelligence is set to change our lives, but there are many doubts about whether this will be for the better. By looking at a case of non-surveillance application of AI used to help with crowd management, Tom ...Read more...

Blog

LSE:

How crowd crush prevention technology could keep us safe at events (video)

In this film, we explore how cutting-edge artificial intelligence is being developed to assist event security and police forces in managing public safety at large-scale gatherings. We speak with Professor Tom Kirchmaier ...Read more...

CEP report

Innovation through crises in the 2020s: survey evidence on digital, AI and net zero innovation in UK firms

In this policy brief, we present new data from a survey of 373 UK firms conducted in May 2024 in partnership with the Confederation of British Industry (CBI). This is a follow-up to our two earlier surveys which revealed...Read more...

CEP discussion paper

Firm climate investment: A glass half-full

We analyse the importance of climate-related investment using a large economy-wide survey of UK firms. Over half of firms expect climate change to have a positive impact on their investment in the medium term, with aroun...Read more...

CentrePiece article

in brief... Do try this at work: the AI chatbot that can interview at scale

Large language models can conduct interviews at speed and at scale. Friedrich Geiecke and Xavier Jaravel present a new open source platform to support this innovative form of qualitative research....Read more...

CentrePiece article

How China’s rise has shaped innovation and exit among European solar firms

Should policymakers protect European firms by restricting imports of solar technology from China? Pia Andres finds that Chinese competition has resulted in many European firms going out of business, but it has also promp...Read more...

CentrePiece article

Property rights empower women inventors

Breakthrough innovations occurred when women obtained the right to reap economic rewards from their inventions. Ruveyda Nur Gozen shows how such inclusive policies are a critical driver of economic growth....Read more...

Blog

Vox EU:

Technology spillovers, diffusion, and rivalry in firm networks

Quantifying technology adoption, spillovers, and diffusion across firms is crucial for understanding industry dynamics, and in turn countries' growth. This column combines firm-level input-output VAT data from Turkey wit...Read more...

Journal article

Industrial and Corporate Change:

More or the same? Radical, disruptive, discontinuous, and breakthrough innovation

This paper addresses the conceptual ambiguity in the literature on exceptional innovations, labeled “radical,” “disruptive,” “breakthrough,” or “discontinuous.” A bibliometric analysis of 4407 articles shows that differe...Read more...

Blog

Project Syndicate:

What AI Means for Growth and Jobs

While many commentators warn that AI will undermine employment and offer only modest productivity gains, empirical studies continue to suggest otherwise. With the right policies in place, the technology holds immense pot...Read more...

Journal article

Parliamentary Affairs :

Activation and co-optation: The strategic adoption of compulsory voting in Western Europe

Why was compulsory voting (CV) adopted in a moment when the Left was mobilized and enfranchisement was extended? We answer this apparent paradox by developing an argument explaining that making voting mandatory, in fact,...Read more...

Blog

Vox EU:

Redirecting AI: Privacy regulation and the future of artificial intelligence

Some artificial intelligence technologies are more data intensive than others. This column examines how data privacy regulation shaped the trajectory of AI innovation across countries, looking at patent applications from...Read more...

Chapter

New technologies and evolving market structures

in Handbook on Labour Markets in Transition

This Chapter investigates the relationship between technological changes, labour market frictions, and firms' labour market power. We provide guidance through the main trends that characterised labour markets during the ...Read more...

CEP report

The green industrial policy matrix: Informing an industrial strategy for clean energy technologies

This paper presents new evidence to inform industrial strategy prioritisation of clean energy technologies in the UK. It focuses on seven technology categories relevant for reducing emissions across power, heat and indus...Read more...

CEP discussion paper

The role of human capital for AI adoption: Evidence from French firms

We leverage a uniquely comprehensive combination of data sources to explore the enabling role of human capital in fostering the adoption of predictive AI systems in French firms. Using a causal estimation approach, we sh...Read more...

Blog

Imperial College Business School:

What's holding back the green transition?

New research from Imperial College Business School reveals what's stopping businesses from taking action to protect our overheated planet....Read more...

CEP discussion paper

Transitional costs and the decline in coal: worker-level evidence

Workers' outside options play a central role in determining the transitional costs of labor demand shocks. Using comprehensive administrative data, we examine the worker-level effects of the decline of coal - a regionall...Read more...

Blog

LSE Business Review:

Britain needs nerds

Science, technological, mathematical and engineering (STEM) skills have been crucial to economic growth in the UK in the past, but how important are they to the adoption of the latest digital technologies such as AI? Mir...Read more...

Blog

LSE Business Review:

Voluntary carbon markets are helpful but far from perfect

Voluntary carbon markets are an important tool in the fight against climate change, but several issues make them less effective. Carbon offsets often overstate emissions reductions, and firms use these as a cheaper alter...Read more...

CentrePiece article

in brief... Designing carbon markets that deliver change

Ever since the European Union created its market-based carbon policy, governments and businesses have been keen to assess its impact. Jonathan Colmer, Ralf Martin, Mirabelle Muûls and Ulrich Wagner explain why analysing ...Read more...

CEP discussion paper

The new wave? The role of human capital and STEM skills in technology adoption in the UK

Which types of human capital influence the adoption of advanced technologies? We study the skill biased adoption of information and communication technologies (ICT) across two waves in the UK. Specifically, we compare th...Read more...

CEP discussion paper

Why do flexible work arrangements exist?

This paper studies flexible work arrangements, with a focus on zero-hours contracts (ZHCs). Leveraging a unique dataset from a large UK firm in the low-pay sector, it provides novel descriptives on ZHC workers, as well a...Read more...

CEP discussion paper

Is distance from innovation a barrier to the adoption of artificial intelligence

Using our own data on artificial intelligence publications merged with Burning Glass vacancy data for 2007-2019, we investigate whether online vacancies for jobs requiring AI skills grow more slowly in US locations farth...Read more...

Blog

Vox EU:

Global environmental cooperation and innovation

In the ongoing debate on climate change, one of the most pressing challenges is fostering effective international cooperation. This column examines the success of the 1987 'Montreal Protocol' in phasing out harmful chlor...Read more...

Blog

IMF Finance and Development magazine:

A fivefold increase in remote work since the pandemic could boost economic growth and bring wider benefits

Economics is famous for being the dismal science. Sadly, recent work highlighting the slowdown in productivity growth stretching back to the 1950s is no exception. But here Nicholas Bloom takes a more cheerful view becau...Read more...

Journal article

Journal of Urban Economics:

Cities and the sea level

Construction on low elevation coastal zones is risky for both residents and taxpayers who bail them out. To investigate this construction, we analyze spatially disaggregated data covering the entire US Atlantic and Gulf ...Read more...

Blog

Vox EU:

Managing to cope with natural disasters

Human-induced climate change is making disasters more frequent and more intense. Policy could help reduce the economic costs of climate change by helping firms withstand extreme weather events. This column explores how m...Read more...

Blog

Project Syndicate:

China is exporting its AI surveillance state

Contrary to what many Western policymakers and commentators once hoped, recent analyses have added to the evidence that trade does not always foster democracy or liberalize regimes. Instead, China's greater integration w...Read more...

Blog

Harvard Business Review:

Designing a successful reskilling program

In this article, written as a follow up to the award-winning "Reskilling in the Age of AI", the authors report the results of a reskilling survey that they conducted with chief human resource officers from approximately ...Read more...

CEP discussion paper

Transition to green technology along the supply chain

We analyze a model of green technological transition along a supply chain. In each layer, a good is produced with a dirty technology, or, if the required "electrification" innovation has occurred, with a clean technology...Read more...

Blog

LSE EUROPP:

How climate change concerns affect voters

In recent years, there has been a noticeable rise in temperatures and extreme heatwaves across the UK and Europe. Older people may be particularly vulnerable to this, with indications of a 30% increase in heat-related de...Read more...

Blog

Imperial College Business School:

Do carbon markets work?

Ever since the EU created its market-based carbon policy, governments and businesses have been keen to see an impact. But analysing how effective policies can be on a noisy economic and global stage is complex - and hard...Read more...

Blog

Centre for Cities (podcast):

City Talks: Sharing the benefits of a high-tech economy (podcast)

Centre for Cities chief executive Andrew Carter is joined by Professor Neil Lee, professor of economic geography at the London School of Economics and author of Innovation for the Masses: How to Share the Benefits of the...Read more...

Journal article

American Economic Journal: Microeconomics:

Technology Transfer in Global Value Chains

Global value chains create opportunities for North-South technology diffusion. This paper studies technology transfer in value chains when contracts are incomplete and input production technologies are imperfectly exclud...Read more...

Blog

LSE Business Review:

The increasing complexity of digitalisation may hurt manual workers' health

Some of the effects of workplace digitalisation are well studied, such as changes in workers' wages and increased economic inequality. But how does technological progress affect workers' health? Melanie Arntz, Sebastian ...Read more...

Blog

LSE USAPP:

Book Review: Innovation for the Masses: How to Share the Benefits of the High-Tech Economy by Neil Lee

In 'Innovation for the Masses: How to Share the Benefits of the High-Tech Economy' Neil Lee proposes abandoning the Silicon Valley-style innovation hub, which concentrates its wealth, for alternative, more equitable mode...Read more...

Blog

Project Syndicate:

Should Workers Fear AI?

While hand-wringing about AI's implications for work and labour markets is understandable, economic history and current data make clear that the most common fears are largely overblown. Current applications are nowhere n...Read more...

Journal article

Annals of Economics and Statistics:

Proximity of firms to scientific production

Following Bergeaud et al. (2022), we construct a new measure of proximity between industrial sectors and public research laboratories. Using this measure, we explore the underlying network of knowledge linkages between s...Read more...

External report

Old Skills, New Skills - what is changing in the UK labour market?

The UK, along with other industrial countries, is experiencing rapid technological change associated with robotics and artificial intelligence, precipitating significant transformations in terms of how work is organised,...Read more...

Journal article

Advances in Health Care Management:

Safe Surgery Checklist Implementation: Associations of Management Practice and Safety Culture Change

Designing and developing safe systems has been a persistent challenge in health care, and in surgical settings in particular. In efforts to promote safety, safety culture, i.e., shared values regarding safety management,...Read more...

Blog

LSE British Politics and Policy:

A novel way to estimate car longevity shows that electric vehicles' life mileage is increasing fast

A car's longevity is important for consumers' budgets as well as for the environment. But reliable evidence on the longevity of electric vehicles is hard to come by. Viet Nguyen-Tien and Robert Elliot, with fellow author...Read more...

External report

The state of the UK economy 2024

The state of the UK economy is always an important matter, but it is all the more so in what looks likely to be an election year. This UK in a Changing Europe report takes stock of the UK economy in order to assess how i...Read more...

Blog

Vox Lacea:

Brazil's comparative advantage in soybean production triggered deforestation

In today's globalised world, technology and trade are key driving forces shaping agricultural markets worldwide. Igor Carreira, Francisco Costa and Joao Paulo Pessoa delve into the intricate relationship between trade an...Read more...

Chapter

Income inequality before, during, and after the transition in central and eastern Europe

in The Oxford Handbook of Post-Socialist Economies

This chapter explores the income inequality in Central and Eastern Europe before, during, and after the transition. It argues that the fall of communism and the transition to a market economy in Eastern Europe were landm...Read more...

Blog

Vox EU:

Urban-biased structural change

Economic activity in high-income countries has shifted towards services and away from manufacturing. But research remains scant on the patterns of structural change within countries across urban and rural areas. Using mi...Read more...

Blog

LSE Business Review:

How the most recent AI wave affects jobs

With rapid progress in natural language processing and image generation, AI now affects creative occupations, which were previously considered safe from automation. Cecily Josten and Grace Lordan write that new approache...Read more...

External report

Ending stagnation

The UK has great strengths, but is a decade and a half into a period of stagnation. The toxic combination of slow growth and high inequality was straining the living standards of low- and middle-income Britain well befor...Read more...

Journal article

The Review of Economics and Statistics :

Induced Innovation and International Environmental Agreements: Evidence from the Ozone Regime

This paper revisits one of the rare success stories in global environmental cooperation: the Montreal Protocol and the phase-out of ozone-depleting substances. I show that the protocol increased science and innovation on...Read more...

CEP discussion paper

Proximity of firms to scientific production

Following Bergeaud et al. (2022), we construct a new measure of proximity between industrial sectors and public research laboratories. Using this measure, we explore the underlying network of knowledge linkages between s...Read more...

Blog

VoxTalks Economics:

AI's impact on jobs (Podcast)

By automating non-routine tasks, AI may have a profound effect on the jobs we do, and even whether those jobs exist. How much should we fear, and how much should we welcome this change? In the second of our podcasts from...Read more...

External report

Learning to grow: how to situate a skills strategy in an economic strategy

Investing in human capital is a crucial aspect of building an economy that is both more productive and fairer, and any growth strategy must incorporate an agenda for increasing human capital and workforce skills within t...Read more...

Blog

Vox EU:

Tracking the skills behind the AI boom: Evidence from 14 OECD countries

As artificial intelligence rapidly reshapes economies and societies, companies are seeking professionals with AI-related skills. This column uses data from online job postings to explore changes in the demand for these p...Read more...

CentrePiece article

Geopolitics and the electric vehicle revolution

Rising demand for electric vehicles (EVs) is changing the geopolitical landscape, as the world pivots away from fossil fuels towards the green minerals critical to the EV supply chain. Benjamin Jones, Viet Nguyen-Tien, R...Read more...

Blog

LSE Business Review:

What happens to people when machines replace them in the workplace?

New technologies are replacing workers in a growing range of occupations, causing loss of earnings and employment. However, these losses are smaller than those suffered by workers who experience mass layoffs. Per-Anders ...Read more...

Blog

VoxDev:

How the surveillance state is exported through trade in AI

Autocracies and weak democracies are more likely to import facial recognition AI from China, particularly in years when they experience domestic unrest, say Martin Beraja, Andrew Kao, David Yang and Noam Yuchtman....Read more...

Blog

LSE Review of Books:

Creative destruction for growth and change

John Van Reenen introduces his new book, The Economics of Creative Destruction, co-edited with Ufuk Akcigit, which explores how technological innovation can be used to drive growth and tackle problems from inequality to ...Read more...

External report

Ready for change

Britain's productivity shortfall is its foundational economic problem. Debate about this gap and how to fix it typically focus on raising productivity of existing firms, via two routes. First, innovation: investment, R&D...Read more...

CEP discussion paper

Induced innovation and international environmental agreements: Evidence from the ozone regime

This paper revisits one of the rare success stories in global environmental cooperation: the Montreal Protocol and the phase-out of ozone-depleting substances. I show that the protocol increased science and innovation on...Read more...

Blog

LSE Business Review:

Christopher Pissarides: 'The more I study AI, the more optimistic I get about the labour market'

The rapid developments in artificial intelligence have been causing fears that many jobs will disappear. But Christopher Pissarides sees reason for optimism. In this Q&A with Maayan Arad, he says that the need to deal wi...Read more...

Blog

LSE Business Review:

Don't let present bias keep you from getting ready for AI

Despite the quick pace of changes AI is producing in the workplace, many leaders are still not considering how things might soon be done very differently. 'Present bias' keeps them from leveraging new technologies to mak...Read more...

Blog

LSE iQ:

Is AI coming for our jobs? (podcast)

Maayan Arad speaks to experts about Artificial Intelligence (AI) in the courtroom, and what might happen if robots take over the roles of judges. And explore how journalism and other professional fields could be affected...Read more...

Blog

Harvard Business Review:

Reskilling in the age of AI

As the pace of technological change continues to increase, millions of workers may need to be not just upskilled but reskilled. Companies have a critical role to play in addressing this challenge. To learn more about wha...Read more...

Journal article

The Economic Journal:

Individual consequences of occupational decline

We assess the career earnings losses that individual Swedish workers suffered when their occupations' employment declined. High-quality data allow us to overcome sorting into declining occupations on various attributes, ...Read more...

CEP discussion paper

Are the upwardly mobile more left-wing?

It is well-known that the wealthier are more likely to have Right-leaning political preferences. We here in addition consider the role of the individual's starting position, and in particular their upward social mobility...Read more...

CEP discussion paper

Knowledge spillovers from clean innovation. A tradeoff between growth and climate?

Innovation policy faces a tradeoff between growth and climate objectives when the knowledge spillover externality from clean innovation is low compared to other sectors. To make such a comparison, we use patent data to e...Read more...

Blog

Trade Talks:

Industrial policy and the rise of Romania's Silicon Valley (podcast)

In 2001, Romania gave an income tax break to a select group of software programmers. Isabela Manelici explains how this particular industrial policy helped stem Romania's "brain drain" problem, transformed the country's ...Read more...

Blog

LSE Business Review:

The supply chain for electric car batteries is changing the world's geopolitics

The rising demand for electric vehicles is changing the geopolitical landscape, as the world pivots away from fossil fuels towards the materials critical to the EV supply chain. As manufacturers and countries race to sec...Read more...

CEP report

Seizing sustainable growth opportunities from tidal stream energy in the UK

This is the decade for managing the immense risks of climate change, and delivery on net zero. That means rapidly increasing the share of renewable sources in our energy mix alongside a step-change in energy and resource...Read more...

CentrePiece article

Superstar firms: how the shift from manufacturing to services affects local concentration of sales and jobs

The leading US firms in many industries have increased their national market share substantially over the last four decades - making these industries more concentrated. But locally the picture is more complex. David Auto...Read more...

CentrePiece article

Slavery and Britain's industrial revolution

To what extent did the wealth derived from slavery contribute to Europe’s economic growth? Stephan Heblich, Stephen Redding and Hans-Joachim Voth find that slaveholding areas of Britain were less agricultural, closer to ...Read more...

Book

Free and Equal
What Would a Fair Society Look Like?

Imagine: you are designing a society, but you don't know who you'll be within it - rich or poor, man or woman, gay or straight. What would you want that society to look like? This is the revolutionary thought experiment...Read more...

Blog

CATO Institute:

The Impact of Regulation on Innovation

Many scholars have been concerned that slower growth in countries with heavy labour regulations could be due to firms' reluctance to innovate given the burden of red tape. Philippe Aghion, Antonin Bergeaud and John Van R...Read more...

Blog

LSE Business Review:

Automation creates the space for entirely new jobs: the UK must adopt, adapt and improve

Fears about robots taking people's jobs are overplayed, say Rui Costa and Yuanhang Yu. Their research shows the real fear to overcome should be Britain's lack of productivity-enhancing robots, software, artificial intell...Read more...

Blog

Vox EU:

Radical climate policies

The transition to net zero will require policies that promote switching to carbon-free technologies on a large scale and will often involve complementarities and peer effects in demand. Frederick van der Ploeg and Anthon...Read more...

CentrePiece article

China at the technological frontier

The technology frontier that was dominated by the United States, Europe and Japan in the early 2000s is now much more polarised between the American and Chinese patent offices. Antonin Bergeaud and Cyril Verluise show th...Read more...

CentrePiece article

Adopt, adapt and improve

Fears about robots taking people’s jobs are overplayed, say Rui Costa and Yuanhang Yu. Their Economy 2030 Inquiry briefing shows the real fear to overcome should be Britain’s lack of productivity-enhancing robots, softwa...Read more...

CentrePiece article

Commute and thrive

The advent of commuting in 1930s London opened up opportunities to working-class people. Andrew Seltzer and Jonathan Wadsworth show how public transport boosts the labour market....Read more...

Chapter

Life cycle assessment of recycling systems

in Roadmap for a sustainable circular economy in lithium-ion and future battery technologies

The market dynamics, and their impact on a future circular economy for lithium-ion batteries (LIB), are presented in this roadmap, with safety as an integral consideration throughout the life cycle. At the point of end-o...Read more...

CEP discussion paper

Robot adoption, worker-firm sorting and wage inequality: evidence from administrative panel data

Leveraging the geographic dimension of a large administrative panel on employer-employee contracts, we study the impact of robot adoption on wage inequality through changes in worker-firm assortativity. Using recently de...Read more...

CEP discussion paper

Multinationals, robots and the labor share

Using a panel of Spanish manufacturing firms covering the 1990-2017 period, this paper shows that firms acquired by multinational enterprises experience a reduction in the labor share. Acquisitions drive significant chan...Read more...

Blog

LSE American Politics and Policy:

For the US to again become the "Land of Opportunity" we need a better understanding of how geography and industrial change affects incomes

Kohei Takeda unpacks the relationship between declining manufacturing in parts of the US - which are often termed the 'Rust Belt' - and workers' income mobility....Read more...

Journal article

American Economic Review :

Technology gaps, trade and income

This paper quantifies the contribution of technology gaps to international income inequality. I develop an endogenous growth model where cross-country differences in R&D efficiency and cross-industry differences in innov...Read more...

Blog

Vox EU:

Robot adoption, worker-firm sorting, and wage inequality: Evidence from administrative panel data

Technological progress has contributed to rising wage inequality in recent decades. Automation and digitalisation increasingly require workers with specialised knowledge for specific tasks, say Ester Faia, Gianmarco Otta...Read more...

Blog

ProMarket:

A New Framework for Better Industrial Policies

Chiara Criscuolo and Guy Lalanne provide a new, conceptual framework for better industrial policy, considering topical areas such as clean energy, Covid-19, and performance of key business sectors....Read more...

Journal article

Environmental and Resource Economics:

The impact of climate change on risk and return in Indian agriculture

We investigate the extent to which climate change will result in insurable and uninsurable losses for farmers in India. Changes in temperature and precipitation patterns may increase the volatility of farmers' yields, le...Read more...

Journal article

Science:

Support for climate policy researchers

Read more...

Blog

LSE Business Review:

What is the contribution of China to pushing the technological frontier?

China's technological strength has been increasing since the late 2000s, accounting for a significant share of patents. Antonin Bergeaud and Cyril Verluise show that while China's share of patents is increasing in quanti...Read more...

Blog

The ECB Blog:

Can Europe be a green innovation leader?

Europe is punching below its weight in the climate-technology competition. The continent needs to facilitate risk capital markets and to invest more in research and development. This is the 4th post in a series of climat...Read more...

Blog

Macroscope, South China Morning Post:

To become a world leader in innovation, China needs to loosen the economic reins

In a push for more tech breakthroughs, China is ramping up state spending on research and development. But without creating space for private sector innovation, China is unlikely to achieve the kind of results it wants....Read more...

External report

Adopt, adapt and improve

Worries that jobs will be lost to automation are not new, but have been heightened since the release of Frey and Osborne's 2013 study, which warned that nearly half of jobs in the US were at 'high risk' of automation. Ne...Read more...

Blog

LSE Business Review:

How should we decide when to use artificial intelligence in decision-making?

Should organisations adopt artificial intelligence in their decision-making processes? Grace Lordan, Paris Will, and Dario Krpan write that AI-based methods lead to more efficient hiring decisions, increasing diversity o...Read more...

Chapter

Firms and finance during the green transition

in Scaling up sustainable finance and investment in the global south

Creating economically and politically legitimate solutions to tackle climate change is one of the most pressing and challenging issues of our time. For emerging and developing economies, the task is made more difficult d...Read more...

CEP discussion paper

From public labs to private firms: magnitude and channels of R&D spillovers

Introducing a new measure of scientific proximity between private firms and public research groups and exploiting a multi-billion euro financing program of academic clusters in France, we provide causal evidence of spill...Read more...

Blog

LSE Business Review:

Clean technologies for growth and equity

Public investment in developing energy sources that don't cause climate change is a strategy for economic growth that could also contribute to the UK's levelling up agenda, says Ralf Martin. His analysis indicates that s...Read more...